I'm thinking that they probably won't; they are held down by plastic clips that you slide underneath the arms when it is down, and while snug, I doubt that they would force the top down. BTW guys, if you're looking for these in beige, I picked some up at bmwpartsunlimited.com for $38 or so.
ETA: Link
Convertible Top Covers